![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
| apartments | Apartments Data |
| apartmentsTest | Apartments Data |
| apartments_test | Apartments Data |
| colors_breakdown_drwhy | DrWhy color palettes for ggplot objects |
| colors_discrete_drwhy | DrWhy color palettes for ggplot objects |
| colors_diverging_drwhy | DrWhy color palettes for ggplot objects |
| dragons | Dragon Data |
| dragons_test | Dragon Data |
| explain | Create Model Explainer |
| explain.default | Create Model Explainer |
| feature_importance | Dataset Level Variable Importance as Change in Loss Function after Variable Permutations |
| fifa | FIFA 20 preprocessed data |
| HR | Human Resources Data |
| HRTest | Human Resources Data |
| HR_test | Human Resources Data |
| individual_diagnostics | Instance Level Residual Diagnostics |
| individual_profile | Instance Level Profile as Ceteris Paribus |
| install_dependencies | Install all dependencies for the DALEX package |
| loss_accuracy | Calculate Loss Functions |
| loss_cross_entropy | Calculate Loss Functions |
| loss_default | Calculate Loss Functions |
| loss_one_minus_auc | Calculate Loss Functions |
| loss_root_mean_square | Calculate Loss Functions |
| loss_sum_of_squares | Calculate Loss Functions |
| model_diagnostics | Dataset Level Model Diagnostics |
| model_info | Exract info from model |
| model_info.cv.glmnet | Exract info from model |
| model_info.default | Exract info from model |
| model_info.gbm | Exract info from model |
| model_info.glm | Exract info from model |
| model_info.glmnet | Exract info from model |
| model_info.lm | Exract info from model |
| model_info.lrm | Exract info from model |
| model_info.model_fit | Exract info from model |
| model_info.randomForest | Exract info from model |
| model_info.ranger | Exract info from model |
| model_info.rpart | Exract info from model |
| model_info.svm | Exract info from model |
| model_info.train | Exract info from model |
| model_parts | Dataset Level Variable Importance as Change in Loss Function after Variable Permutations |
| model_performance | Dataset Level Model Performance Measures |
| model_prediction | Predictions for the Explainer |
| model_profile | Dataset Level Variable Profile as Partial Dependence or Accumulated Local Dependence Explanations |
| plot.list | Plot List of Explanations |
| plot.model_diagnostics | Plot Dataset Level Model Diagnostics |
| plot.model_parts | Plot Variable Importance Explanations |
| plot.model_performance | Plot Dataset Level Model Performance Explanations |
| plot.model_profile | Plot Dataset Level Model Profile Explanations |
| plot.predict_diagnostics | Plot Instance Level Residual Diagnostics |
| plot.predict_parts | Plot Variable Attribution Explanations |
| plot.predict_profile | Plot Variable Profile Explanations |
| predict.explainer | Predictions for the Explainer |
| predict_diagnostics | Instance Level Residual Diagnostics |
| predict_parts | Instance Level Parts of the Model Predictions |
| predict_parts_break_down | Instance Level Parts of the Model Predictions |
| predict_parts_break_down_interactions | Instance Level Parts of the Model Predictions |
| predict_parts_ibreak_down | Instance Level Parts of the Model Predictions |
| predict_parts_oscillations | Instance Level Parts of the Model Predictions |
| predict_parts_oscillations_emp | Instance Level Parts of the Model Predictions |
| predict_parts_oscillations_uni | Instance Level Parts of the Model Predictions |
| predict_parts_shap | Instance Level Parts of the Model Predictions |
| predict_profile | Instance Level Profile as Ceteris Paribus |
| print.description | Print Natural Language Descriptions |
| print.explainer | Print Explainer Summary |
| print.model_diagnostics | Print Dataset Level Model Diagnostics |
| print.model_info | Print model_info |
| print.model_performance | Print Dataset Level Model Performance Summary |
| print.model_profile | Print Dataset Level Model Profile |
| print.predict_diagnostics | Print Instance Level Residual Diagnostics |
| single_variable | Dataset Level Variable Profile as Partial Dependence or Accumulated Local Dependence Explanations |
| theme_drwhy | DrWhy Theme for ggplot objects |
| theme_drwhy_vertical | DrWhy Theme for ggplot objects |
| theme_ema | DrWhy Theme for ggplot objects |
| theme_ema_vertical | DrWhy Theme for ggplot objects |
| titanic | Passengers and Crew on the RMS Titanic Data |
| titanic_imputed | Passengers and Crew on the RMS Titanic Data |
| update_data | Update data of an explainer object |
| update_label | Update label of explainer object |
| variable_attribution | Instance Level Parts of the Model Predictions |
| variable_effect | Dataset Level Variable Effect as Partial Dependency Profile or Accumulated Local Effects |
| variable_effect_accumulated_dependency | Dataset Level Variable Effect as Partial Dependency Profile or Accumulated Local Effects |
| variable_effect_partial_dependency | Dataset Level Variable Effect as Partial Dependency Profile or Accumulated Local Effects |
| variable_importance | Dataset Level Variable Importance as Change in Loss Function after Variable Permutations |
| variable_profile | Dataset Level Variable Profile as Partial Dependence or Accumulated Local Dependence Explanations |
| yhat | Wrap Various Predict Functions |
| yhat.cv.glmnet | Wrap Various Predict Functions |
| yhat.default | Wrap Various Predict Functions |
| yhat.function | Wrap Various Predict Functions |
| yhat.gbm | Wrap Various Predict Functions |
| yhat.glm | Wrap Various Predict Functions |
| yhat.glmnet | Wrap Various Predict Functions |
| yhat.lm | Wrap Various Predict Functions |
| yhat.lrm | Wrap Various Predict Functions |
| yhat.model_fit | Wrap Various Predict Functions |
| yhat.party | Wrap Various Predict Functions |
| yhat.randomForest | Wrap Various Predict Functions |
| yhat.ranger | Wrap Various Predict Functions |
| yhat.rpart | Wrap Various Predict Functions |
| yhat.svm | Wrap Various Predict Functions |
| yhat.train | Wrap Various Predict Functions |